The goal is to return the normalized coordinates of the phone on the floor in various different types of settings. The images folder contains a labels.txt file which has the image names and the coordinates where the phone is found.
The terminal command is:
$ python find_phone.py ~/find_phone_test_images/51.jpg
0.2551 0.3129
and it returns the normalized coordinates rounded to 4 significant digits.
Current Implementation produces 96.12% accuracy on the training dataset using a simple cv2.findContours implementation. This is assuming that <5% radius deviation from ground truth is a correct result.
Below is a sample of the results:
